Implementation and validation of a three-dimensional deformable registration algorithm for targeted prostate cancer radiotherapy

被引:151
作者
Wang, H
Dong, L
Lii, MF
Lee, AL
De Crevoisier, R
Mohan, R
Cox, JD
Kuban, DA
Cheung, R
机构
[1] Univ Texas, MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX 77030 USA
[2] Univ Texas, MD Anderson Canc Ctr, Dept Radiat Phys, Houston, TX 77030 USA
来源
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2005年 / 61卷 / 03期
关键词
prostate cancer; intraprostatic targets; radiotherapy; deformable registration;
D O I
10.1016/j.ijrobp.2004.07.677
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Daily prostate deformation hinders accurate calculation of dose, especially to intraprostatic targets. We implemented a three-dimensional deformable registration algorithm to aid dose tracking for targeted prostate radiotherapy. Methods and Materials: The algorithm registers two computed tomography (CT) scans by iteratively minimizing their differences in image intensity. For validation, we measured the accuracy in registering (a) a pelvic CT set to its mathematically deformed counterpart, (b) CT scans of a deformable pelvic phantom with and without an endorectal balloon inflated, to simulate intraprostatic targets, 23 CT-opaque seeds were embedded in the prostate, and (c) two pelvic CT scans of a patient obtained on 2 separate days. Results: The mean (SD) error in registering the pelvic CT set to its transformed set was 0.5 mm (1.5), with correlation coefficient improvement from 0.626 to 0.991. Using the deformable pelvic phantom, the correlation coefficient improved from 0.543 to 0.816 after registration. The mean (SD) error in tracking the intraprostatic seeds was 0.8 mm (0.5). The correlation coefficient improved from 0.610 to 0.944 after registration of the two patient CT sets. Conclusion: The algorithm had an accuracy of about 1 mm. It could be used for optimizing dose calculation and delivery for prostate radiotherapy. (C) 2005 Elsevier Inc.
引用
收藏
页码:725 / 735
页数:11
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